Aapo Hyvärinen: Publications

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Brain imaging data analysis Bayesian networks & SEM Estimation theory Natural image statistics The FastICA algorithm Independent component analysis: misc. Unsupervised learning: misc. Experimental vision research   Publications front page Back to home page

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Testing the ICA mixing matrix based on inter-subject or inter-session consistency, NeuroImage, 2011. Matlab code.

Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics, JMLR, 2012

Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity, JMLR, 2010.